A Wavelet Tour of Signal Processing

A Wavelet Tour of Signal Processing

Author: Stephane Mallat

Publisher: Academic Press

ISBN: 0080922023

Category: Technology & Engineering

Page: 832

View: 519

Download Now
Mallat's book is the undisputed reference in this field - it is the only one that covers the essential material in such breadth and depth. - Laurent Demanet, Stanford University The new edition of this classic book gives all the major concepts, techniques and applications of sparse representation, reflecting the key role the subject plays in today's signal processing. The book clearly presents the standard representations with Fourier, wavelet and time-frequency transforms, and the construction of orthogonal bases with fast algorithms. The central concept of sparsity is explained and applied to signal compression, noise reduction, and inverse problems, while coverage is given to sparse representations in redundant dictionaries, super-resolution and compressive sensing applications. Features: * Balances presentation of the mathematics with applications to signal processing * Algorithms and numerical examples are implemented in WaveLab, a MATLAB toolbox New in this edition * Sparse signal representations in dictionaries * Compressive sensing, super-resolution and source separation * Geometric image processing with curvelets and bandlets * Wavelets for computer graphics with lifting on surfaces * Time-frequency audio processing and denoising * Image compression with JPEG-2000 * New and updated exercises A Wavelet Tour of Signal Processing: The Sparse Way, Third Edition, is an invaluable resource for researchers and R&D engineers wishing to apply the theory in fields such as image processing, video processing and compression, bio-sensing, medical imaging, machine vision and communications engineering. Stephane Mallat is Professor in Applied Mathematics at École Polytechnique, Paris, France. From 1986 to 1996 he was a Professor at the Courant Institute of Mathematical Sciences at New York University, and between 2001 and 2007, he co-founded and became CEO of an image processing semiconductor company. Includes all the latest developments since the book was published in 1999, including its application to JPEG 2000 and MPEG-4 Algorithms and numerical examples are implemented in Wavelab, a MATLAB toolbox Balances presentation of the mathematics with applications to signal processing
A Wavelet Tour of Signal Processing
Language: en
Pages: 832
Authors: Stephane Mallat
Categories: Technology & Engineering
Type: BOOK - Published: 2008-12-18 - Publisher: Academic Press

Mallat's book is the undisputed reference in this field - it is the only one that covers the essential material in such breadth and depth. - Laurent Demanet, Stanford University The new edition of this classic book gives all the major concepts, techniques and applications of sparse representation, reflecting the
A Wavelet Tour of Signal Processing
Language: en
Pages: 620
Authors: Stephane Mallat
Categories: Mathematics
Type: BOOK - Published: 1999-09-14 - Publisher: Elsevier

This book is intended to serve as an invaluable reference for anyone concerned with the application of wavelets to signal processing. It has evolved from material used to teach "wavelet signal processing" courses in electrical engineering departments at Massachusetts Institute of Technology and Tel Aviv University, as well as applied
A Wavelet Tour of Signal Processing, 3rd Edition
Language: en
Pages: 832
Authors: Stephane Mallat
Categories: Engineering
Type: BOOK - Published: 2008 - Publisher:

Mallat's book is the undisputed reference in this field - it is the only one that covers the essential material in such breadth and depth. - Laurent Demanet, Stanford University The new edition of this classic book gives all the major concepts, techniques and applications of sparse representation, reflecting the
Advances in Wavelet Theory and Their Applications in Engineering, Physics and Technology
Language: en
Pages: 648
Authors: Dumitru Baleanu
Categories: Computers
Type: BOOK - Published: 2012-04-04 - Publisher: BoD – Books on Demand

The use of the wavelet transform to analyze the behaviour of the complex systems from various fields started to be widely recognized and applied successfully during the last few decades. In this book some advances in wavelet theory and their applications in engineering, physics and technology are presented. The applications
信号处理的小波导引
Language: en
Pages: 637
Authors: Stéphane G. Mallat
Categories: Signal processing
Type: BOOK - Published: 1999 - Publisher:

责任者译名:马拉特。